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Use esta skill sempre que Claude precisar escrever, sugerir ou executar comandos shell, scripts ou instruções de terminal, especialmente em contextos de codificação de IA. Ela suporta scripts bash/shell, comandos SSH, operações Docker, comandos Git, ambientes virtuais Python, PowerShell, Windows CMD e tarefas CLI multiplataforma.

bol.com integration via Apideck's Ecommerce unified API — same methods work across every connector in Ecommerce, switch by changing `serviceId`. Use when the user wants to read, write, or sync orders, products, customers, and stores in bol.com. Routes through Apideck with serviceId "bol-com".

Align long reads using minimap2 for Oxford Nanopore and PacBio data. Supports various presets for different read types and applications. Use when aligning ONT or PacBio reads to a reference genome for variant calling, SV detection, or coverage analysis.

Pre-flight sanity check before any major move — new model choice, new feature, new submission, merging a big change. Pulls relevant learnings, runs a self-critique, and asks the user to confirm. Use when about to commit time to a non-trivial direction, OR when the user says "preflight", "sanity check this", "before we go".

Search medRxiv medical preprints with natural language queries. Powered by Valyu semantic search.

Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or

Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis.

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

Gera documentos profissionais de suporte à decisão clínica (CDS) para pesquisa farmacêutica e clínica. Inclui análises de coortes de pacientes (estratificadas por biomarcadores com resultados) e relatórios de recomendação de tratamento baseados em evidências, suportando classificação de evidências GRADE, análise estatística e integração de biomarcadores.

This skill should be used when reviewing pull requests, performing comprehensive code review, analyzing code changes before merge, or when the user asks for thorough/ultra-critical code review. Performs EXTREMELY CRITICAL 6-pass analysis identifying runtime failures, code consistency issues, architectural problems, environment compatibility risks, and verification strategies. Posts structured revi

Lightweight playbook distilled from AI Architecture to keep dual-engine memory (.ai_context) and manifest dispatcher with minimal overhead; use when bootstrapping or porting the pattern into Claude Skills format.